Intelligent Data Mining and Fusion Systems in Agriculture

Author: Pantazi, Xanthoula-Eirini

Brand: Academic Press

Edition: 1

ISBN: 9780128143919

Release Date: 07-10-2019

Package Dimensions: 9.1 x 6.0 x 0.7 inches

Languages: English

Binding: paperback

Number Of Pages: 330

Details: Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural maps, and novelty detection algorithms capable of detecting sudden changes in different conditions. This book offers advanced students and entry-level professionals in agricultural science and engineering, geography and geoinformation science an in-depth overview of the connection between decision-making in agricultural operations and the decision support features offered by advanced computational intelligence algorithms. Covers crop protection, automation in agriculture, artificial intelligence in agriculture, sensing and Internet of Things (IoTs) in agriculture Addresses AI use in weed management, disease detection, yield prediction and crop production Utilizes case studies to provide real-world insights and direction